{"id":"W6927689552","doi":"10.34626/2tyh-nf36","title":"The association between anxiety and depression symptoms and chronic pain characteristics in patients with hip and knee osteoarthritis","year":2024,"lang":"en","type":"dissertation","venue":"Open Repository of the University of Porto (University of Porto)","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Osteoarthritis; Fibromyalgia; Depressive symptoms","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003179621,0.0001760344,0.0005118521,0.0001053361,0.0003654597,0.00002068582,0.0001924266,0.0002442187,0.000009776628],"category_scores_gemma":[0.00001843609,0.0001554484,0.00007908101,0.0001163087,0.0001905669,0.0001819482,0.0002229926,0.0002253766,3.290356e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630994,"about_ca_system_score_gemma":0.000188941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007004168,"about_ca_topic_score_gemma":0.001457998,"domain_scores_codex":[0.9989291,0.0001100111,0.0001907094,0.0003054687,0.0003216977,0.0001430107],"domain_scores_gemma":[0.9986874,0.00007555583,0.0007214212,0.0002479842,0.0001859545,0.00008171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007655551,0.00006609295,0.9485802,0.0004082271,0.0002475632,0.00005194763,0.002581136,7.559215e-8,0.0005020696,0.00002654942,0.00007940677,0.04669117],"study_design_scores_gemma":[0.003533883,0.001229614,0.9857145,0.002081709,0.001121159,0.000006201022,0.005134572,0.000005548517,0.0003447155,0.00002251034,0.0006548772,0.0001507054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969011,0.0006744317,0.000001511716,0.00005980749,0.000139672,0.0008645584,0.00007398318,0.00000805073,0.001276909],"genre_scores_gemma":[0.9892543,0.0002834414,0.00009676776,0.000002650698,0.00001758571,1.670848e-7,0.0002530301,0.00001396251,0.01007811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04654047,"threshold_uncertainty_score":0.6339001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00292870252884592,"score_gpt":0.1756212743548771,"score_spread":0.1726925718260311,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}